# Experiments with Stable Diffusion

Fine-tune stable diffusion with images from Paris. Part of the _This Place Does Exist_ experiment.

This repository extends and adds to the [fine-tune repo by Justin Pinkney](https//github.com/justinpinkney/stable-diffusion.git) which in turn extends the [original training repo](https://github.com/pesser/stable-diffusion) for Stable Diffusion.

Currently it adds:

- [Fine tuning](#fine-tuning)
- [Image variations](#image-variations)
- [Conversion to Huggingface Diffusers](scripts/convert_sd_to_diffusers.py)

## Fine tuning

Makes it easy to fine tune Stable Diffusion on your own dataset. For example generating new Pokemon from text:

![](assets/pokemontage.jpg)

> Girl with a pearl earring, Cute Obama creature, Donald Trump, Boris Johnson, Totoro, Hello Kitty


For a step by step guide see the [notebook in this repo](./tpde_finetune.ipynb) (adapted from [Lambda Labs examples repo](https://github.com/LambdaLabsML/examples).)